Exploration of the (non-)asymptotic bias and variance of stochastic gradient Langevin dynamics

Comparing strings and assessing their similarity is a basic operation in many application domains of machine learning, such as in information retrieval, natural language processing and bioinformatics. The practitioner can choose from a large variety of available similarity measures for this task, ea...

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Bibliographic Details
Main Authors: Vollmer, S, Zygalakis, K, Teh, Y
Format: Journal article
Published: Journal of Machine Learning Research 2016